Mask from automatic mask generator with batch mode not working

[Niro4]

Environment Information

• samgeo version: 0.10.1
• Python version: 3.11.5
• Operating System: Windows 11

Description

I was generating a mask for a large image using batch mode. I expected to get a segmentation of the shrubs in the image. The resulting mask has a patch where the segmentation follows the expectation, but the rest of the mask is wrong.

Image:

Mask:

What I Did

The following is the code I ran to generate the mask:

model = SamGeo(
  model_type="vit_h",
  automatic=True,
  device=None,
  checkpoint_dir=None,
  sam_kwargs=None
)
model.generate(
  input_tif_path,
  output="mask.tif",
  foreground=True,
  unique=True,
  batch=True,
)